Triple

T1229843
Position Surface form Disambiguated ID Type / Status
Subject Arne Næss E26410 entity
Predicate notableWork P4 FINISHED
Object Ecology, Community and Lifestyle
Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
 E140443 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ecology, Community and Lifestyle | Statement: [Arne Næss, notableWork, Ecology, Community and Lifestyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ecology, Community and Lifestyle
Context triple: [Arne Næss, notableWork, Ecology, Community and Lifestyle]
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. Ecology and Conservation Biology category
    The Ecology and Conservation Biology category is a division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding scientific contributions to understanding ecosystems and protecting biodiversity.
  • C. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • D. Geographical Ecology
    Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
  • E. Frontiers in Ecology and the Environment
    Frontiers in Ecology and the Environment is a peer-reviewed scientific journal that publishes cutting-edge research and synthesis on ecological science and environmental issues for scientists, policymakers, and practitioners.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ecology, Community and Lifestyle
Triple: [Arne Næss, notableWork, Ecology, Community and Lifestyle]
Generated description
Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ecology, Community and Lifestyle
Target entity description: Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. Ecology and Conservation Biology category
    The Ecology and Conservation Biology category is a division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding scientific contributions to understanding ecosystems and protecting biodiversity.
  • C. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • D. Geographical Ecology
    Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
  • E. Frontiers in Ecology and the Environment
    Frontiers in Ecology and the Environment is a peer-reviewed scientific journal that publishes cutting-edge research and synthesis on ecological science and environmental issues for scientists, policymakers, and practitioners.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be3dac2c8190914ff27173bb6b34 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a1242048190ba6ffcaacc4ca5d5 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8a9d03c8819097cea548a31d866d completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b041e188190ac9e1ce2c2728c94 completed March 7, 2026, 8:31 p.m.
Created at: March 1, 2026, 7:47 p.m.